Expert Answers to Databricks Exam Databricks-Certified-Data-Engineer-Associate Questions

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Databricks Certification Databricks Certified Data Engineer Associate Exam

Databricks Certified Data Engineer Associate Exam

Last Update Feb 18, 2026
Total Questions : 159

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Questions 2

A Databricks workflow fails at the last stage due to an error in a notebook. This workflow runs daily. The data engineer fixes the mistake and wants to rerun the pipeline. This workflow is very costly and time-intensive to run.

Which action should the data engineer do in order to minimise downtime and cost?

Options:

Switch to another cluster

Repair run

Re-run the entire workflow

Restart the cluster

Discussion 0

Questions 3

A data engineer wants to create a relational object by pulling data from two tables. The relational object does not need to be used by other data engineers in other sessions. In order to save on storage costs, the data engineer wants to avoid copying and storing physical data.

Which of the following relational objects should the data engineer create?

Options:

Spark SQL Table

View

Database

Temporary view

Delta Table

Discussion 0

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Questions 4

A data engineer needs to process SQL queries on a large dataset with fluctuating workloads. The workload requires automatic scaling based on the volume of queries, without the need to manage or provision infrastructure. The solution should be cost-efficient and charge only for the compute resources used during query execution.

Which compute option should the data engineer use?

Options:

Databricks SQL Analytics

Databricks Jobs

Databricks Runtime for ML

Serverless SQL Warehouse

Discussion 0

Questions 5

What is stored in a Databricks customer's cloud account?

Options:

Data

Cluster management metadata